Department of Psychology, Georgia State University, Atlanta, GA, United States.
Marcus Autism Center, Children's Healthcare of Atlanta, Emory University School of Medicine, Atlanta, GA, United States.
Neuroimage Clin. 2018 Aug 10;20:485-497. doi: 10.1016/j.nicl.2018.08.015. eCollection 2018.
Adult survivors of pediatric brain tumors exhibit deficits in executive functioning. Given that brain tumors and medical treatments for brain tumors result in disruptions to white matter, a network analysis was used to explore the topological properties of white matter networks. This study used diffusion tensor imaging and deterministic tractography in 38 adult survivors of pediatric brain tumors (mean age in years = 23.11 (SD = 4.96), 54% female, mean years post diagnosis = 14.09 (SD = 6.19)) and 38 healthy peers matched by age, gender, handedness, and socioeconomic status. Nodes were defined using the Automated Anatomical Labeling (AAL) parcellation scheme, and edges were defined as the mean fractional anisotropy of streamlines that connected each node pair. Global efficiency and average clustering coefficient were reduced in survivors compared to healthy peers with preferential impact to hub regions. Global efficiency mediated differences in cognitive flexibility between survivors and healthy peers, as well as the relationship between cumulative neurological risk and cognitive flexibility. These results suggest that adult survivors of pediatric brain tumors, on average one and a half decades post brain tumor diagnosis and treatment, exhibit altered white matter topology in the form of suboptimal integration and segregation of large scale networks, and that disrupted topology may underlie executive functioning impairments. Network based studies provided important topographic insights on network organization in long-term survivors of pediatric brain tumor.
儿科脑肿瘤的成年幸存者表现出执行功能缺陷。鉴于脑肿瘤和脑肿瘤的治疗会导致白质中断,因此使用网络分析来探讨白质网络的拓扑性质。这项研究使用扩散张量成像和确定性追踪技术,对 38 名儿科脑肿瘤成年幸存者(平均年龄为 23.11 岁(标准差为 4.96),女性占 54%,平均诊断后年限为 14.09 岁(标准差为 6.19))和 38 名年龄、性别、惯用手和社会经济地位相匹配的健康同龄人进行了研究。节点使用自动解剖标记(AAL)分区方案定义,边缘定义为连接每个节点对的流线的平均各向异性分数。与健康同龄人相比,幸存者的全局效率和平均聚类系数降低,优先影响枢纽区域。全局效率介导了幸存者和健康同龄人之间认知灵活性的差异,以及累积神经风险与认知灵活性之间的关系。这些结果表明,在脑肿瘤诊断和治疗后平均 1 个半世纪,儿科脑肿瘤的成年幸存者表现出白质拓扑结构的改变,表现为大规模网络的整合和隔离不佳,并且拓扑结构的破坏可能是执行功能障碍的基础。基于网络的研究为儿科脑肿瘤长期幸存者的网络组织提供了重要的拓扑见解。